diff --git a/README.rst b/README.rst
index 92a4eebf..d46ffc7a 100644
--- a/README.rst
+++ b/README.rst
@@ -144,7 +144,7 @@ Documentation
-------------
The documentation site for PySINDy can be found `here `__. There are numerous `examples `_ of PySINDy in action to help you get started. Examples are also available as `Jupyter notebooks `__. A video overview of PySINDy can be found on `Youtube `__. We have also created a `video playlist `__ with practical PySINDy tips.
-PySINDy implements a lot of advanced functionality that may be overwhelming for new users or folks who are unfamiliar with these methods. Below, we provide a helpful flowchart for figuring out which methods to use, given the characteristics of your dataset:
+PySINDy implements a lot of advanced functionality that may be overwhelming for new users or folks who are unfamiliar with these methods. Below (see here if image does not render https://github.com/dynamicslab/pysindy/blob/master/docs/JOSS2/Fig3.png), we provide a helpful flowchart for figuring out which methods to use, given the characteristics of your dataset:
.. image:: https://github.com/dynamicslab/pysindy/blob/master/docs/JOSS2/Fig3.png